{"id":"W7027637115","doi":"","title":"DESIGN AND EVALUATION OF A COMMUNITY ADVISORY BOARD AS PART OF A COMMUNITY-BASED PARTICIPATORY RESEARCH PROJECT TO DEVELOP HEALTHY ACTIVE LIVING INTERVENTIONS FOR NEWCOMER FAMILIES IN HAMILTON, ONTARIODESIGN AND EVALUATION OF A COMMUNITY ADVISORY BOARD AS PART OF A COMMUNITY-BASED PARTICIPATORY RESEARCH PROJECT TO DEVELOP HEALTHY ACTIVE LIVING INTERVENTIONS FOR NEWCOMER FAMILIES IN HAMILTON, ONTARIO","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Consumer behavior in food and health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Community-based participatory research; Psychological intervention; Context (archaeology); Public health; Qualitative research; Intervention (counseling); Health equity; Community engagement; Focus group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.05660806,0.0006034819,0.001709214,0.004209099,0.00349591,0.00009066011,0.001389625,0.0006433965,0.0002512783],"category_scores_gemma":[0.006624523,0.0007508952,0.0003358751,0.00502759,0.001151839,0.0005566779,0.0006386514,0.004034278,0.000001193119],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004848857,"about_ca_system_score_gemma":0.03098943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7421768,"about_ca_topic_score_gemma":0.9787855,"domain_scores_codex":[0.9179987,0.07624274,0.00210128,0.0004919181,0.001981949,0.001183398],"domain_scores_gemma":[0.9715341,0.01609495,0.001240347,0.00116856,0.009614675,0.0003473073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.009261236,0.005228859,0.01704001,0.0108287,0.0003933086,8.675468e-7,0.8504256,0.0005662912,0.0002719579,0.0001860147,0.0005647851,0.1052324],"study_design_scores_gemma":[0.004350381,0.005879646,0.1509305,0.01666864,0.0008562885,2.673971e-7,0.8152766,0.0002788477,0.0008890886,0.0003915877,0.003857257,0.0006209448],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982998,0.0003029188,0.000599002,0.0002074776,0.0001797326,0.01360586,0.0002879752,0.00004053222,0.00177857],"genre_scores_gemma":[0.9931352,0.000142426,0.002029374,0.0001600035,0.00001297454,0.002215372,0.0004813107,0.00007004043,0.001753305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2366087,"threshold_uncertainty_score":0.9994942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6088905165070472,"score_gpt":0.5121407857131076,"score_spread":0.09674973079393956,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}